Lu Xiankai

MuG. Learning Video Object Segmentation from Unlabeled Videos (CVPR2020)

py-DSLT. pytorch implementation of Shrinkage loss in our ECCV paper 2018: Deep regression tracking with shrinkage loss

GraphMemVOS. Video Object Segmentation with Episodic Graph Memory Networks (ECCV2020 spotlight)

Segment-and-Track-Anything. An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

Awesome-CLIP. Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

ACMMM21-VIShv. Source codes of ACMMM21 paper: LearningHierarchicalEmbeddingsforVideoInstance Segmentation

nsfc. 国家自然科学基金查询

HoiTransformer. This is the code for HOI Transformer

DALL-E. PyTorch package for the discrete VAE used for DALL·E.

CLNet-tracking. CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers. ECCV'20, T-PAMI'22.

RTAA. [ECCV2020] Robust Tracking against Adversarial Attacks

FairMOT. [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

GlobalTrack. Official PyTorch implementation of "GlobalTrack: A Simple and Strong Baseline for Long-term Tracking" @ AAAI2020.

video_analyst. A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

MetaR-CNN. Meta R-CNN : Towards General Solver for Instance-level Low-shot Learning

AdaptiveRP-tracking. Adaptive Region Proposal for Object Tracking

DP3. Deep Point Process by PyTorch

ThinkMatch. A research protocol for deep graph matching.

HSD. Hierarchical Shot Detector (ICCV2019)

UVC. Joint-task Self-supervised Learning for Temporal Correspondence (NeurIPS 2019)

SSRSC. Matlab code for "Scaled Simplex Representation for Subspace Clustering (SSRSC)"

HA_deblur. Human-Aware Motion Deblurring (ICCV2019)

DSLT. Deep Regression Tracking with Shrinkage Loss (ECCV 2018).

STRA-Net. STRAL-Net

COSNet. See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

AGNN. Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)

RANet. RANet: Ranking Attention Network for Fast Video Object Segmentation (VOS), ICCV2019

GraphCMR. Repository for the paper "Convolutional Mesh Regression for Single-Image Human Shape Reconstruction"

Pixel2Mesh-Pytorch. Final project for RecVis 18

CornerNet-Lite. Python

pysot. SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytracking. Visual tracking library based on PyTorch.

flowtrack.pytorch. Pytorch implementation of FlowTrack (Simple Baselines for Human Pose Estimation and Tracking).

AGS. Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)

Detailed-Rebuttal-IJCAI-3542. More detailed and careful rebuttal information for explaining questions from reviewers

SODsurvey. Salient Object Detection in the Deep Learning Era: An In-Depth Survey

SiameseX.PyTorch. A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

PReMVOS. Proposal-generation, Refinement and Merging for Video Object Segmentation

MAR. Pytorch code for our CVPR'19 (oral) work: Unsupervised person re-identification by soft multilabel learning

gpnn. Code for ECCV2018 - Learning Human-Object Interactions by Graph Parsing Neural Networks.

DaSiamRPNWithOfflineTraining. Python

mmcv. OpenMMLab Computer Vision Foundation

Semantic-Aware-Attention-Based-Deep-Object-Co-segmentation. Semantic Aware Attention Based Deep Object Co-segmentation

HCFTstar. Robust Visual Tracking via Hierarchical Convolutional Features

Deformable-ConvNets-caffe. Deformable Convolutional Networks on caffe

caffe. Caffe